Best AI Websites & Tools

LLM Compiler-7b-ftd

Advanced Compiler Optimization Large Language Model

CommonProductProgrammingCompiler OptimizationDeep Learning

LLM Compiler-7b-ftd is a large language model developed by Meta, based on Code Llama, which has been fine-tuned for code optimization and compiler inference. It excels in predicting LLVM optimization effects and can perfectly simulate compiler outputs, making it an ideal tool for compiler optimization tasks.

LLM Compiler-7b-ftd

Predict optimization effects on LLVM assembly code
Generate the optimal optimization sequence to minimize code size
Disassemble assembly code into LLVM IR
Provide services on different model sizes to meet various latency and performance requirements
Optimize code through deep learning
Support compiler researchers and engineers in research and product development

LLM Compiler is primarily targeted at compiler researchers and engineers
as well as developers who need to optimize their code. It enhances program efficiency and performance by providing advanced code optimization suggestions and automated compiler inference.

Use LLM Compiler to optimize the compiler-generated intermediate representation (IR) to reduce the final program size.
Leverage LLM Compiler to predict the best optimization sequence for a specific assembly code
thereby improving code execution efficiency.
Convert complex assembly code into LLVM IR using LLM Compiler for further analysis and optimization.

1. Install necessary libraries and dependencies
such as transformers.
2. Load the tokenizer from the pre-trained model using AutoTokenizer.
3. Create a text generation pipeline using transformers.pipeline.
4. Provide the code snippet to be optimized as input to the pipeline.

LLM Compiler-7b-ftd Visit Over Time

Monthly Visits

17104189

Bounce Rate

44.67%

Page per Visit

5.5

Visit Duration

00:05:49

LLM Compiler-7b-ftd Visit Trend

LLM Compiler-7b-ftd Visit Geography

LLM Compiler-7b-ftd Traffic Sources

LLM Compiler-7b-ftd Alternatives

LLM Compiler-13b-ftd — Advanced compiler optimization large language model

Programming•Compiler Optimization•Deep Learning

LLM Compiler-13b — Advanced Compiler Optimization Large Language Model

Programming•Compiler Optimization•Deep Learning

Gemma 2 — The next-generation Gemma model from Google, offering groundbreaking performance and efficiency.

Productivity•Machine Learning•Deep Learning

Superflex — A front-end development assistant that boosts development efficiency by 10 times.

Programming•Front-End Development•UI Design

DeepLearning.AI — A platform offering professional courses and resources in the field of AI.

InternationalSelection•Machine Learning•Deep Learning

Open-MAGVIT2 — Open-source autoregressive visual generation model project

Image•Image Generation•Autoregressive Model

Aimusic so — An online AI music generator that transforms text into music.

Music•AI music generation•deep learning

awesome-cursorrules — Enhanced experience with Cursor AI

Programming•Cursor AI•Programming Efficiency

Qwen2.5-Coder

Qwen2.5-Coder — Next-generation open code model to enhance programming efficiency.

Programming•Code Generation•Code Inference

DeepMind

DeepMind — A leading artificial intelligence research company under Google

GlobalTrending•Artificial Intelligence•Machine Learning

iFLYTEK Spark

iFLYTEK Spark — Comprehensively benchmarks the AI large language model against GPT-4 Turbo.

ChineseSelection•Large Model•Natural Language Processing

C Know — AI Q&A Tool for Professional Programmers

ChineseSelection•AI Q&A•Code Generation

FLUX-Controlnet-Inpainting — An image restoration tool based on the FLUX.1-dev model.

Image•Image Restoration•Deep Learning

GOT-OCR2.0 — Achieves OCR-2.0 through a unified end-to-end model.

Image•OCR•Deep Learning

GenAgent — Building collaborative AI systems and automating workflow generation.

Programming•AI Systems•Automation

OptiSpeech — Lightweight end-to-end text-to-speech model

Productivity•Text to Speech•Deep Learning

NVIDIA DLI Teaching Kits — The NVIDIA Deep Learning Teaching Kits assist educators in integrating GPU courses.

Education•Deep Learning•GPU

FluxMusic — A model for generating music from text

Music•Text to Music•Generation Model

Aixploria — AI tools directory for discovering the best AI tools

Productivity•AI tools•AI navigation

Yi-Coder — An open-source large language model for efficient coding

Programming•Programming•Artificial Intelligence

CogVideo — An open-source text-to-video generation model.

Video•Text-to-Video•Deep Learning

Polymet — Quickly turn ideas into prototypes.

InternationalSelection•AI Design•Prototyping

AWPortrait-FL — An advanced portrait generation model based on FLUX.1-dev

Image•Portrait Generation•Image Processing

How Much VRAM — An open-source project designed to estimate the VRAM needed for model training or inference.

Programming•VRAM Estimation•Deep Learning

GenWarp — Generate new viewpoint images while preserving semantic information.

Image•Image Generation•3D Reconstruction

clip-image-search — Search images using Open AI's pretrained CLIP model

Image•Image Search•Deep Learning

VBA Code Generator — Use AI to instantly generate VBA code

InternationalSelection•VBA•Artificial Intelligence

Cerebras Inference — AI instant inference solution with world-leading speed.

InternationalSelection•AI Inference•High-performance Computing

Hyper FLUX 8Steps LoRA — Efficient intelligent model to support AI research and applications.

Programming•AI Model•LoRA Technology